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ORCIDDancheng Liu
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2020 – today
- 2024
[i8]Dancheng Liu, Jinjun Xiong:
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference. CoRR abs/2401.10859 (2024)- [i7]Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi:
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR abs/2405.04700 (2024) - [i6]Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi:
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR abs/2406.03777 (2024) - [i5]Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong:
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics. CoRR abs/2406.15668 (2024) - [i4]Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Jinjun Xiong:
Large Language Models have Intrinsic Self-Correction Ability. CoRR abs/2406.15673 (2024) - [i3]Dancheng Liu, Jinjun Xiong:
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data. CoRR abs/2406.17926 (2024) - [i2]Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong:
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting. CoRR abs/2409.00054 (2024) - [i1]Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes:
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity. CoRR abs/2409.09170 (2024) - 2023
- [c2]Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing:
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification. ICASSP 2023: 1-5 - 2021
- [c1]Kazim Ergun, Raid Ayoub, Pietro Mercati
, Dancheng Liu, Tajana Rosing:
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC 2021: 561-567
Coauthor Index
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